Senior Engineer, AV Behavior Evaluation
Core
Design and assess Autonomous Vehicle (AV) behavior competencies using data-driven evaluation systems, simulation workflows, and diagnostic tools to ensure system performance and safety.
Role type
Senior IC AV Behavior Evaluation Engineer
Builds
Robust large-scale evaluation systems, simulation workflows, and diagnostic tools for AV behavior assessment
Domain
Autonomous Vehicles / Robotics / Data Science
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
Autonomous Vehicle architecture knowledge, simulation and real-world data analysis, SQL, data visualization, Python for data analysis, statistical methods for metric definition
Preferred skills
Simulation tools experience, AV behavior evaluation standards knowledge
Technologies
Python, SQL, Simulation tools
Responsibilities
Propose behavioral expectations and metrics for AV capabilities, analyze simulation and public road testing results, automate result analysis processes, build visualizations and templates, communicate test results and facilitate technical issue resolution
Seniority
Senior, hands-on IC
